Star200+

Skill comparison

Compare agent skills before installing.

Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.

Comparing 4 skills

Use this as a shortlist, then open the skill detail page before adopting.

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Decision summary

Faceswap is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.

Strongest overall

Faceswap

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Faceswap

Best first install candidate based on install readiness and adoption.

Freshest repo

AlbumentationsX

Most recent maintenance signal among this shortlist.

SignalAlbumentationsX

Next-generation Albumentations: dual-licensed for open-source and commercial use

Ludwig

Low-code framework for building custom LLMs, neural networks, and other AI models

Faceswap

Deepfakes Software For All

Supervision

We write your reusable computer vision tools. 💜

Quality
80/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
91/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Adoption533 stars
Verified outcomes are shown on each skill page
12K stars
Verified outcomes are shown on each skill page
55K stars
Verified outcomes are shown on each skill page
44K stars
Verified outcomes are shown on each skill page
FreshnessAug 14, 2026Jun 15, 2026May 29, 2026Jun 16, 2026
Use-case fit
Sports analyticsGitHub automationCoding agents
Coding agentsGitHub automationRAG and knowledge
Coding agentsRAG and knowledgeWorkflow automation
Multimodal mediaCoding agentsRAG and knowledge
Workflow fit
Content growth agentCoding review agent
Coding review agentContent growth agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsPython, Machine Learning, Claude CodePython, Machine Learning, Claude CodePython, Machine Learning, Claude CodePython, Machine Learning, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forSports analytics workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsMultimodal media workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
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Install
$ npx skills add albumentations-team/AlbumentationsX
$ npx skills add ludwig-ai/ludwig
$ npx skills add deepfakes/faceswap
$ npx skills add roboflow/supervision